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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Robust Contrastive Learning Using Negative Samples with Diminished Semantics NIPS 2021
Micro-Expression Recognition Enhanced by Macro-Expression from Spatial-Temporal Domain IJCAI 2021
CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction IJCAI 2021
OSCAR-Net: Object-Centric Scene Graph Attention for Image Attribution ICCV 2021
Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 2021
Unsupervised Hashing with Contrastive Information Bottleneck IJCAI 2021
TTT++: When Does Self-Supervised Test-Time Training Fail or Thrive? NIPS 2021
Self-Supervised Learning Disentangled Group Representation as Feature NIPS 2021
Intriguing Properties of Contrastive Losses NIPS 2021
Neighborhood Contrastive Learning for Novel Class Discovery CVPR 2021
Reconsidering Representation Alignment for Multi-View Clustering CVPR 2021
Learning To Hallucinate Examples From Extrinsic and Intrinsic Supervision ICCV 2021
Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning. ICCV 2021
ReSSL: Relational Self-Supervised Learning with Weak Augmentation NIPS 2021
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining NIPS 2021
A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning NIPS 2021
Contrast and Classify: Training Robust VQA Models ICCV 2021
Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels NIPS 2021
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations NIPS 2021
Object-aware Contrastive Learning for Debiased Scene Representation NIPS 2021
Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss NIPS 2021
Looking Beyond Single Images for Contrastive Semantic Segmentation Learning NIPS 2021
Multi-view Contrastive Graph Clustering NIPS 2021
Disentangled Contrastive Learning on Graphs NIPS 2021
Contrastive Learning of Global and Local Video Representations NIPS 2021